age
stringclasses
6 values
time_in_hospital
int64
1
14
n_lab_procedures
int64
1
113
n_procedures
int64
0
6
n_medications
int64
1
79
n_outpatient
int64
0
33
n_inpatient
int64
0
15
n_emergency
int64
0
64
medical_specialty
stringclasses
7 values
diag_1
stringclasses
8 values
diag_2
stringclasses
8 values
diag_3
stringclasses
8 values
glucose_test
stringclasses
3 values
A1Ctest
stringclasses
3 values
change
stringclasses
2 values
diabetes_med
stringclasses
2 values
readmitted
stringclasses
2 values
[60-70)
6
59
0
17
2
0
1
Missing
Other
Other
Circulatory
no
no
yes
yes
yes
[80-90)
4
3
0
6
0
1
0
Missing
Other
Circulatory
Other
no
no
no
no
no
[60-70)
5
51
0
16
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
5
72
1
17
0
2
0
InternalMedicine
Diabetes
Other
Other
no
no
yes
yes
yes
[70-80)
2
51
1
15
0
4
2
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[50-60)
4
75
1
20
27
3
0
Missing
Diabetes
Other
Musculoskeletal
no
high
yes
yes
yes
[40-50)
4
71
0
17
0
1
0
InternalMedicine
Other
Other
Other
no
no
yes
yes
yes
[60-70)
3
45
0
6
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[50-60)
2
39
0
11
0
1
2
Missing
Other
Other
Other
no
no
yes
yes
yes
[40-50)
4
32
1
17
1
0
0
Missing
Respiratory
Other
Circulatory
no
no
no
yes
yes
[60-70)
10
25
5
11
0
0
0
Surgery
Diabetes
Circulatory
Other
no
no
yes
yes
yes
[90-100)
7
26
1
14
0
0
0
Missing
Circulatory
Respiratory
Respiratory
high
no
yes
yes
no
[70-80)
7
62
1
9
0
0
0
Emergency/Trauma
Other
Other
Other
no
no
no
yes
yes
[60-70)
2
25
2
23
0
3
0
Missing
Other
Other
Other
no
high
yes
yes
no
[80-90)
2
33
0
17
0
4
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
3
1
0
18
0
1
0
Missing
Respiratory
Respiratory
Circulatory
no
no
no
yes
yes
[70-80)
3
51
0
18
0
0
0
Missing
Circulatory
Other
Circulatory
no
no
yes
yes
yes
[80-90)
14
58
0
18
0
0
0
Missing
Circulatory
Circulatory
Other
no
normal
no
yes
no
[40-50)
1
39
6
18
0
1
0
Missing
Circulatory
Circulatory
Injury
no
no
no
yes
yes
[60-70)
4
67
0
20
0
2
0
Missing
Circulatory
Circulatory
Other
no
normal
no
yes
no
[80-90)
4
57
0
17
0
0
0
Missing
Musculoskeletal
Other
Respiratory
no
no
yes
yes
no
[60-70)
6
46
5
13
0
0
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
no
[50-60)
1
19
2
23
0
0
0
Missing
Other
Other
Circulatory
no
no
yes
yes
no
[80-90)
1
40
0
14
0
1
0
Emergency/Trauma
Circulatory
Respiratory
Circulatory
no
no
no
yes
no
[80-90)
6
53
1
25
0
0
0
Family/GeneralPractice
Injury
Respiratory
Other
no
no
yes
yes
yes
[80-90)
4
55
0
19
0
1
0
Missing
Digestive
Respiratory
Respiratory
no
no
yes
yes
yes
[70-80)
6
52
0
18
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
no
yes
yes
no
[70-80)
6
3
1
13
0
0
0
Missing
Musculoskeletal
Diabetes
Other
no
no
yes
yes
yes
[50-60)
6
28
2
27
0
0
0
Missing
Injury
Other
Other
no
no
yes
yes
yes
[80-90)
7
60
2
11
0
0
0
Missing
Digestive
Other
Circulatory
no
no
no
yes
no
[80-90)
11
22
4
15
0
0
0
Surgery
Diabetes
Other
Other
normal
no
no
yes
no
[80-90)
3
40
1
10
0
0
0
Emergency/Trauma
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[50-60)
14
87
1
29
1
0
0
Missing
Respiratory
Other
Musculoskeletal
no
normal
no
yes
no
[50-60)
2
62
0
10
0
0
0
Missing
Other
Other
Other
no
no
yes
yes
no
[70-80)
3
33
0
14
0
1
0
Missing
Circulatory
Other
Respiratory
no
no
no
no
no
[50-60)
2
39
1
10
1
0
1
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[60-70)
9
83
6
15
0
0
0
Missing
Other
Diabetes
Diabetes
no
no
no
no
yes
[70-80)
14
75
6
29
2
5
0
Missing
Other
Other
Other
no
no
yes
yes
yes
[80-90)
3
40
0
13
0
2
0
InternalMedicine
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
6
24
4
17
0
0
0
Other
Musculoskeletal
Other
Musculoskeletal
no
no
yes
yes
no
[70-80)
2
12
3
8
1
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
1
45
4
17
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[80-90)
8
67
1
16
0
0
0
InternalMedicine
Other
Circulatory
Diabetes
normal
no
no
no
yes
[50-60)
1
34
2
9
0
0
2
Emergency/Trauma
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[40-50)
2
41
6
11
0
1
0
Cardiology
Circulatory
Diabetes
Other
no
high
yes
yes
no
[60-70)
3
60
0
19
0
1
0
Emergency/Trauma
Other
Other
Circulatory
no
no
no
yes
no
[60-70)
7
81
1
25
0
0
0
Emergency/Trauma
Diabetes
Other
Respiratory
no
high
yes
yes
yes
[70-80)
3
68
5
16
0
0
0
Cardiology
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[70-80)
6
48
0
10
0
0
0
Missing
Respiratory
Respiratory
Circulatory
no
normal
yes
yes
no
[70-80)
2
73
1
15
0
0
0
Cardiology
Circulatory
Respiratory
Circulatory
no
no
no
no
yes
[70-80)
4
70
0
15
0
1
0
Cardiology
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
3
26
1
26
0
1
0
Missing
Circulatory
Circulatory
Injury
no
no
yes
yes
yes
[80-90)
3
11
0
5
0
0
0
Missing
Other
Circulatory
Other
no
no
yes
yes
no
[50-60)
1
16
1
25
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
yes
[60-70)
6
47
0
22
0
0
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
yes
yes
[80-90)
2
25
0
13
2
0
1
Family/GeneralPractice
Circulatory
Circulatory
Circulatory
normal
no
no
no
no
[40-50)
2
54
1
13
0
1
0
Surgery
Injury
Diabetes
Diabetes
no
no
no
yes
no
[80-90)
3
29
0
15
0
0
0
Missing
Digestive
Other
Other
no
no
no
yes
yes
[70-80)
1
14
6
17
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
no
no
[70-80)
10
85
6
47
0
0
0
Missing
Circulatory
Circulatory
Other
no
no
yes
yes
no
[60-70)
1
1
4
8
0
0
0
Emergency/Trauma
Other
Circulatory
Circulatory
no
no
yes
yes
no
[70-80)
8
45
1
14
2
1
0
Missing
Digestive
Other
Other
no
no
yes
yes
no
[60-70)
5
26
1
17
0
2
1
Missing
Other
Other
Respiratory
no
no
yes
yes
yes
[60-70)
10
40
1
19
0
0
0
Missing
Other
Other
Other
no
high
no
yes
yes
[60-70)
5
29
0
18
0
2
0
Missing
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[70-80)
5
21
3
38
0
0
0
InternalMedicine
Injury
Other
Other
no
no
no
yes
no
[70-80)
3
50
1
19
0
0
0
Missing
Diabetes
Other
Other
no
normal
no
yes
no
[70-80)
1
40
0
9
0
0
1
Emergency/Trauma
Respiratory
Circulatory
Other
no
no
no
yes
yes
[50-60)
6
46
4
25
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
no
[50-60)
4
19
5
23
0
0
0
Other
Musculoskeletal
Circulatory
Other
no
no
no
no
no
[70-80)
3
47
0
8
0
0
0
Missing
Circulatory
Other
Other
no
high
no
yes
yes
[60-70)
9
3
0
18
0
0
0
Missing
Other
Diabetes
Circulatory
no
no
yes
yes
yes
[60-70)
4
37
0
28
2
10
0
Missing
Respiratory
Other
Other
no
no
yes
yes
yes
[40-50)
4
49
2
19
0
2
0
InternalMedicine
Circulatory
Circulatory
Diabetes
no
no
yes
yes
yes
[50-60)
5
44
0
21
3
5
1
Missing
Respiratory
Other
Diabetes
no
no
no
yes
yes
[60-70)
1
65
4
12
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[60-70)
5
37
0
18
0
1
0
Missing
Respiratory
Respiratory
Other
no
no
yes
yes
yes
[40-50)
1
35
2
14
0
1
0
Missing
Respiratory
Circulatory
Circulatory
no
no
no
no
no
[80-90)
5
24
3
8
3
0
0
Missing
Other
Circulatory
Respiratory
normal
no
yes
yes
no
[80-90)
13
88
3
27
0
0
0
Emergency/Trauma
Other
Other
Other
no
high
no
yes
no
[70-80)
1
58
0
17
0
0
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
no
no
no
[70-80)
2
46
2
15
0
5
0
InternalMedicine
Circulatory
Respiratory
Other
no
no
yes
yes
yes
[40-50)
8
43
2
18
0
0
0
Missing
Injury
Diabetes
Other
no
no
no
no
no
[50-60)
9
29
6
15
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
5
46
2
23
0
1
0
Missing
Circulatory
Circulatory
Circulatory
no
no
no
yes
no
[40-50)
1
10
0
3
0
0
4
Emergency/Trauma
Diabetes
Circulatory
Other
no
no
no
no
yes
[70-80)
8
59
0
19
2
1
0
Missing
Other
Respiratory
Other
no
no
yes
yes
yes
[70-80)
2
27
0
15
2
0
1
Missing
Circulatory
Respiratory
Diabetes
no
no
yes
yes
yes
[70-80)
12
64
1
21
0
0
1
InternalMedicine
Respiratory
Respiratory
Other
no
no
yes
yes
no
[60-70)
2
55
1
9
0
0
0
InternalMedicine
Digestive
Diabetes
Digestive
no
high
no
yes
no
[70-80)
3
63
0
7
0
0
0
Family/GeneralPractice
Circulatory
Circulatory
Diabetes
no
no
no
no
no
[60-70)
4
47
3
14
0
1
0
InternalMedicine
Circulatory
Circulatory
Other
no
normal
no
yes
no
[70-80)
3
4
2
9
0
0
0
Missing
Musculoskeletal
Circulatory
Diabetes
no
no
yes
yes
no
[80-90)
6
8
0
14
0
0
0
Family/GeneralPractice
Respiratory
Other
Other
no
no
no
no
yes
[70-80)
2
68
1
8
0
0
0
InternalMedicine
Other
Circulatory
Circulatory
no
no
no
no
no
[70-80)
1
32
3
8
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
high
no
yes
no
[70-80)
3
43
0
13
0
1
0
Other
Diabetes
Other
Circulatory
no
no
yes
yes
no
[70-80)
4
47
2
30
0
0
0
Missing
Digestive
Injury
Other
no
no
no
yes
yes
[50-60)
7
44
3
35
0
0
0
Missing
Circulatory
Circulatory
Circulatory
no
no
yes
yes
yes
[50-60)
11
48
5
20
0
0
0
InternalMedicine
Other
Other
Circulatory
no
no
yes
yes
yes